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Update app.py
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app.py
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@@ -9,14 +9,8 @@ import cv2
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import numpy as np
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import argparse
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# Parse command line arguments
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parser = argparse.ArgumentParser()
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parser.add_argument("--config", type=str, default="config/inference_config.yaml", help="Path to the config file")
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parser.add_argument("--share", action="store_true", help="Share the interface if provided")
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args = parser.parse_args()
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# Load configuration and models
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config = OmegaConf.load(
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sd_pipeline = StableDiffusionInpaintPipeline.from_pretrained(
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"runwayml/stable-diffusion-inpainting", torch_dtype=torch.float32
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)
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@@ -27,7 +21,7 @@ clipaway = CLIPAway(
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alpha_clip_path=config.alpha_clip_ckpt_pth,
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config=config,
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alpha_clip_id=config.alpha_clip_id,
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device=
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num_tokens=4
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)
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@@ -37,7 +31,7 @@ def dilate_mask(mask, kernel_size=5, iterations=5):
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mask = cv2.dilate(np.array(mask), kernel, iterations=iterations)
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return Image.fromarray(mask)
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@spaces.GPU
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def remove_obj(image, uploaded_mask, seed):
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image_pil = image["image"].resize((512, 512), Image.ANTIALIAS)
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mask = dilate_mask(uploaded_mask)
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@@ -98,8 +92,4 @@ with gr.Blocks(theme="gradio/monochrome") as demo:
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outputs=result_image
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)
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if args.share:
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demo.launch(share=True)
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else:
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demo.launch()
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import numpy as np
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import argparse
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# Load configuration and models
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config = OmegaConf.load("config/inference_config.yaml")
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sd_pipeline = StableDiffusionInpaintPipeline.from_pretrained(
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"runwayml/stable-diffusion-inpainting", torch_dtype=torch.float32
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)
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alpha_clip_path=config.alpha_clip_ckpt_pth,
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config=config,
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alpha_clip_id=config.alpha_clip_id,
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device="cuda",
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num_tokens=4
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)
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mask = cv2.dilate(np.array(mask), kernel, iterations=iterations)
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return Image.fromarray(mask)
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@spaces.GPU
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def remove_obj(image, uploaded_mask, seed):
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image_pil = image["image"].resize((512, 512), Image.ANTIALIAS)
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mask = dilate_mask(uploaded_mask)
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outputs=result_image
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)
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demo.launch()
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